Update README.md

README.md

@@ -58,7 +58,7 @@ Please notice that we encourage you to read our tutorials and learn more about
 ```python
 from speechbrain.pretrained import EncoderDecoderASR
 
-asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/asr-crdnn-commonvoice-fr", savedir="pretrained_models/asr-crdnn-commonvoice-fr")
+asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-crdnn-commonvoice-fr")
 asr_model.transcribe_file("example-fr.wav")
 
 ```
@@ -72,6 +72,6 @@ asr_model.transcribe_file("example-fr.wav")
     year = {2021},
     publisher = {GitHub},
     journal = {GitHub repository},
-    howpublished = {\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
+    howpublished = {\\\\\\\\\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
   }
 ```